Exploratory Science
Our researchers seek to answer some of the most fundamental questions. We’re striving for a greater understanding of how our world works and how we can harness that to advance science, mathematics, and computation.
Our work
AI transformers shed light on the brain’s mysterious astrocytes
ResearchKim Martineau- AI
- Foundation Models
- Life Sciences
- Machine Learning
- Natural Language Processing
- Science
IBM’s Stacy Hobson wants to build tech that works for everyone
ResearchKim Martineau- AI
- Fairness, Accountability, Transparency
- Human-Centered AI
- Responsible Technology
DOFramework: A testing framework for decision optimization model learners
Technical noteOrit Davidovich- AI
- AI Testing
- Mathematical Sciences
IBM Research and JDRF continue to advance biomarker discovery research
Technical noteEileen Koski, Kenney Ng, Vibha Anand, Jianying Hu, and Mohamed Ghalwash- Healthcare
- Life Sciences
An AI foundation model that learns the grammar of molecules
NewsPayel Das, Youssef Mroueh, Inkit Padhi, Vijil Chenthamarakshan, Jerret Ross, and Brian Belgodere- Accelerated Discovery
- AI
- Foundation Models
- Life Sciences
- Materials Discovery
El Niño may provide an early warning signal for toxic algae blooms on Lake Erie
NewsKim Martineau- AI
- Physical Sciences
- Science
- See more of our work on Exploratory Science
Topics
- Computer ScienceWe’re working on automation, information processing, and computation research to complement and extend human performance and advance society.
- Life SciencesOur groundbreaking AI research aiming to solve some of the most important issues humanity faces.
- Mathematical SciencesWe’re focused on foundational mathematical research with the aim of delivering tools to that are fundamental to big data and AI.
- Physical SciencesWe’re using physics to improve AI algorithms and interpretability, as well as novel materials for new computational platforms.
- Responsible TechnologyTechnology impacts every aspect of our work and lives. It is imperative that technology is built responsibly to reduce differential effects on various populations. At IBM Research, we are working to ensure that the technologies we create promote beneficial outcomes for our clients and for the world.
Publications
- Pranav Subramaniam
- Udayan Khurana
- et al.
- 2023
- CIKM 2023
- Kazuaki Ishizaki
- 2023
- PyTorch Conference 2023
- Pavankumar Murali
- Shankar Subramaniam
- et al.
- 2023
- INFORMS 2023
- Trang H. Tran
- Lam Nguyen
- et al.
- 2023
- INFORMS 2023
- Lam Nguyen
- Trang Tran
- 2023
- INFORMS 2023
- Mykhaylo Zayats
- Christopher Hansen
- et al.
- 2023
- MICCAI 2023